PrivDNN: A Secure Multi-Party Computation Framework for Deep Learning using Partial DNN Encryption

Liangqin Ren, Zeyan Liu, Fengjun Li +3

In the past decade, we have witnessed an exponential growth of deep learning models, platforms, and applications. While existing DL applications and Machine Learning as a service (…